Run
23841

Run 23841

Task 29 (Supervised Classification) credit-approval Uploaded 28-06-2014 by Joaquin Vanschoren
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Flow

weka.SPegasos(1)S. Shalev-Shwartz, Y. Singer, N. Srebro: Pegasos: Primal Estimated sub-GrAdient SOlver for SVM. In: 24th International Conference on MachineLearning, 807-814, 2007.
weka.SPegasos(1)_E500
weka.SPegasos(1)_F0
weka.SPegasos(1)_L1.0E-4

Result files

xml
Description

XML file describing the run, including user-defined evaluation measures.

arff
Predictions

ARFF file with instance-level predictions generated by the model.

19 Evaluation measures

Area under ROC curve
0.8607
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8524
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.7068
Cross-validation details (10-fold Crossvalidation)
KB relative information score
482.3691
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1478
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.494
Cross-validation details (10-fold Crossvalidation)
Number of instances
690
Per class
Cross-validation details (10-fold Crossvalidation)
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.8674
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8522
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9913
Cross-validation details (10-fold Crossvalidation)
Recall
0.8522
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.2993
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.497
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3845
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7737
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
934.443[569.82708719582051001.5358540365828478.0684770170223895.60640895196171727.17692455962]